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[D] NAS: Has anyone tried yet to search for new basic operations like convolution, pooling?

From Neural Architecture Search: A Survey, first published in 2018:

“Moreover, common search spaces are also based on predefined building blocks, such as different kinds of convolutions and pooling, but do not allow identifying novel building blocks on this level; going beyond this limitation might substantially increase the power of NAS.”

I wonder now if somebody tried that since this was written or if anybody has some thoughts about the feasability of this idea.

submitted by /u/creiser
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.